CivArchive
    [Anima] preference optimization RL (hands, text, aesthetic etc.) - v1.0
    Preview 134564548
    Preview 134564547
    Preview 134564555

    first time trying my hand at preference optimization RL... this one was trained at 25 samples (i tried to get more, it's painful to pick by hand). should have slightly improved anatomy, text and aesthetics. will implement proper DPO and make a new version later, for now this is the best i could do.
    works with flash as well

    update: turns out the quality of this lora is limited by the dataset, as of now. Better loss didn't produce better results. So, unfortunately i have to do a bunch more work.

    Description

    FAQ

    Comments (1)

    ligerJun 24, 2026
    CivitAI

    The effect is subtle but pretty good; in my observation, using the LoRA results in superior lighting effects in the image. Thank you for this nice LoRA.

    LORA
    Anima

    Details

    Downloads
    198
    Platform
    CivitAI
    Platform Status
    Available
    Created
    6/22/2026
    Updated
    6/25/2026
    Deleted
    -

    Files

    ep4.safetensors

    Mirrors

    CivitAI (1 mirrors)

    Available On (1 platform)

    Same model published on other platforms. May have additional downloads or version variants.